• 中国科学学与科技政策研究会
  • 中国科学院科技政策与管理科学研究所
  • 清华大学科学技术与社会研究中心
ISSN 1003-2053 CN 11-1805/G3

科学学研究 ›› 2023, Vol. 41 ›› Issue (4): 732-743.

• 技术创新与制度创新 • 上一篇    下一篇

数字技术可以促进创新效率提升吗?

赵星1,李若彤2,贺慧圆2   

  1. 1. 南京师范大学商学院
    2.
  • 收稿日期:2022-03-14 修回日期:2022-11-01 出版日期:2023-04-15 发布日期:2023-04-15
  • 通讯作者: 赵星

Does digital technology promote innovation efficiency?

  • Received:2022-03-14 Revised:2022-11-01 Online:2023-04-15 Published:2023-04-15

摘要: 前沿研究关注信息化对创新效率的影响,随着数字技术的发展,鲜有研究考察数字技术对创新效率的作用,也并未重视其作用机制检验,以及作用效应是否存在异质性。基于此,本文采用2007-2020年中国30个地区面板数据,检验数字技术对创新效率的影响及其作用机制,并进一步考察不同政府关注度、不同研发强度以及不同地理区位的异质性影响。研究发现:第一,总体上看,数字技术能够显著提升地区创新效率,这一结论在进行稳健性检验和工具变量回归后仍然成立。第二,数字技术对创新效率作用机制检验发现,数字技术通过人力资本积累、知识溢出和优化创新要素配置提升地区创新效率。第三,进一步分析表明,数字技术对地区创新效率的影响存在异质性,在政府关注度较高、研发强度较高以及地理区位优势地区,数字技术对创新效率的推动作用更为明显。

Abstract: Frontier research focuses on the impact of informatization on innovation efficiency. With the development of digital technology, few studies have investigated the role of digital technology on innovation efficiency, nor have they paid attention to the test of its mechanism of action and whether there is heterogeneity in the effect. Based on this, this paper uses panel data of 30 regions in China from 2007 to 2020 to test the impact of digital technology on innovation efficiency and its mechanism, and further investigate the heterogeneous impact of different government attention, different R&D intensity and different geographical locations. Research findings: first, on the whole, digital technology can significantly improve the efficiency of regional innovation. This conclusion is still valid after the robustness test and instrumental variable regression. Second, the test of the mechanism of digital technology on innovation efficiency shows that digital technology improves regional innovation efficiency through human capital accumulation, knowledge spillover and optimization of innovation factor allocation. Third, further analysis shows that there is heterogeneity in the impact of digital technology on regional innovation efficiency. In areas with high government attention, high R&D intensity and geographical advantages, the promotion of digital technology on innovation efficiency is more obvious.